More Problems

• Write a program to perform Bayesian inference using conjugate priors and matrix representations.
• Write a program to compute the log-likelihood for a dataset represented as a matrix.
• Write a program to implement the fast Fourier transform (FFT) and visualize the frequency components using matrices.
• Write a program to calculate the average precision score for multi-class classification using matrices.
• Write a program to perform regression analysis using Ridge regression with regularization techniques using matrices.
• Write a program to compute the marginal likelihood for a Bayesian model using matrix representations.
• Write a program to implement the Gaussian processes regression using matrix methods.
• Write a program to check if a matrix is irreducible in the context of Markov chains.